An intelligent object detection system that helps locate items in your home using computer vision and Django/Flask integration.
Video demonstration of the project 👉 video link click to see
graph TB
U[User Interface] --> D[Django Backend]
D --> F[Flask Server]
F --> Y[YOLO Processing]
Y --> C[Camera System]
C --> I[Image Processing]
I --> D
subgraph Hardware
C
end
subgraph Processing
Y
I
end
subgraph Web
U
D
end
flowchart LR
A[Camera Feed] --> B[Frame Capture]
B --> C[YOLO Detection]
C --> D{Object Found?}
D -->|Yes| E[Capture Image]
D -->|No| B
E --> F[Send to Django]
sequenceDiagram
participant U as User
participant D as Django
participant F as Flask
participant Y as YOLO
U->>D: Search Request
D->>F: Forward Request
F->>Y: Activate Detection
Y->>F: Object Found
F->>D: Send Image
D->>U: Display Result
graph TD
subgraph Web Layer
A[Django Frontend]
B[REST API]
end
subgraph Processing Layer
C[Flask Server]
D[YOLO Model]
end
subgraph Hardware Layer
E[Cameras]
F[Raspberry Pi]
end
A --> B
B --> C
C --> D
D --> E
E --> F
F --> C
POST /search_object
{
"item_name": "string", // Object to search for
"threshold": float, // Detection confidence threshold
}POST /receive_picture
{
"image": file, // Captured image
"camera_index": int, // Source camera ID
"location": string // Detection location
}stateDiagram-v2
[*] --> Idle
Idle --> Searching: User Request
Searching --> Processing: Frame Captured
Processing --> ObjectFound: Detection Success
Processing --> Searching: No Detection
ObjectFound --> ImageCapture
ImageCapture --> ResultDisplay
ResultDisplay --> Idle
graph TD
A[Smart Home Assistant] --> B[Project Lead<br>Javokhir Yuldoshev]
B --> C[Computer Vision<br>Akimov Sarvar]
B --> D[Web Development<br>Azizbek Sharifov]
B --> E[Hardware Integration<br>Abdulloh Shabonov]
style A fill:#FFDDC1,stroke:#FF7F50,stroke-width:2px,color:#000000
style B fill:#FFD700,stroke:#FF8C00,stroke-width:2px,color:#000000
style C fill:#90EE90,stroke:#228B22,stroke-width:2px,color:#000000
style D fill:#ADD8E6,stroke:#4682B4,stroke-width:2px,color:#000000
style E fill:#FFA07A,stroke:#CD5C5C,stroke-width:2px,color:#000000